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Jiayan Guo

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Boosting Disfluency Detection with Large Language Model as Disfluency Generator

Mar 13, 2024
Zhenrong Cheng, Jiayan Guo, Hao Sun, Yan Zhang

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On Manipulating Signals of User-Item Graph: A Jacobi Polynomial-based Graph Collaborative Filtering

Jun 06, 2023
Jiayan Guo, Lun Du, Xu Chen, Xiaojun Ma, Qiang Fu, Shi Han, Dongmei Zhang, Yan Zhang

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GPT4Graph: Can Large Language Models Understand Graph Structured Data ? An Empirical Evaluation and Benchmarking

May 24, 2023
Jiayan Guo, Lun Du, Hengyu Liu

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Homophily-oriented Heterogeneous Graph Rewiring

Feb 24, 2023
Jiayan Guo, Lun Du, Wendong Bi, Qiang Fu, Xiaojun Ma, Xu Chen, Shi Han, Dongmei Zhang, Yan Zhang

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Efficiently Leveraging Multi-level User Intent for Session-based Recommendation via Atten-Mixer Network

Jun 26, 2022
Peiyan Zhang, Jiayan Guo, Chaozhuo Li, Yueqi Xie, Jaeboum Kim, Yan Zhang, Xing Xie, Haohan Wang, Sunghun Kim

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Evolutionary Preference Learning via Graph Nested GRU ODE for Session-based Recommendation

Jun 26, 2022
Jiayan Guo, Peiyan Zhang, Chaozhuo Li, Xing Xie, Yan Zhang, Sunghun Kim

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Learning Robust Representation through Graph Adversarial Contrastive Learning

Jan 31, 2022
Jiayan Guo, Shangyang Li, Yue Zhao, Yan Zhang

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Learning Multi-granularity User Intent Unit for Session-based Recommendation

Jan 10, 2022
Jiayan Guo, Yaming Yang, Xiangchen Song, Yuan Zhang, Yujing Wang, Jing Bai, Yan Zhang

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Modeling Multi-granularity User Intent Evolving via Heterogeneous Graph Neural Networks for Session-based Recommendation

Jan 02, 2022
Jiayan Guo, Yaming Yang, Xiangchen Song, Yuan Zhang, Yujing Wang, Jing Bai, Yan Zhang

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